Evolving Digital Circuits Using Particle Swarm

Proceedings of the International Joint Conference on Neural Networks

Volumn 1, Issue , 2003, Pages 468-472

  Gudise, Venu G ^a   Venayagamoorthy, Ganesh K ^a  

^a Architectural and Environmental Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMBINATORIAL CIRCUITS; COMPUTATIONAL COMPLEXITY; COMPUTER HARDWARE; GENETIC ALGORITHMS; OPTIMIZATION; REAL TIME SYSTEMS;

PARTICLE SWARM OPTIMIZATION (PSO);

DIGITAL CIRCUITS;

EID: 0141684767     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. M. Karnaugh, "A Map Method for Synthesis of Combinational Logic Circuits," Transactions of the AIEE, Communications and Electronics, Vol. 72:1, pp. 593-599, 1953.
2. E. J. McCluskey, "Minimization of Boolean Functions," Bell Systems Technical Journal, Vol. 35:5, pp. 1417-1444, 1956.
3. W. V. Quine, "A Way to Simplify Truth Functions," American Mathematical Monthly, Vol. 62:9, pp. 627-631, 1955.
4. T. Sasao, editor, Logic Synthesis and Optimization, Kluwer Academic Press, 1993.
5. M. Sipper, E. Sanchez, D. Mange, M. Tomassini, A. Perez-Uribe and A. Stauffer, "A phylogenetic, ontogenetic, and epigenetic view of bio-inspired hardware systems," IEEE Transactions on Evolutionary Computation Vol. 1:1, pp. 83-97, 1997.
6. T. Higuchi, First International Conference on Evolvable Systems, Springer Verlag, 1997.
7. T. Higuchi, H. Iba, and B. Manderick, "Evolvable hardware with genetic learning," in Massively Parallel Artificial Intelligence, MIT Press, 1994.
8. A Coello Coello Carlos, D Christiansen Alan and A Hernández Aguirre, "Automated Design of Combinational Logic Circuits using Genetic Algorithms," Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, ICANNGA'97. Springer Verlag, pp. 335-338. 1997.
9. J. F. Miller, P. Thomson, and T. Fogarty, "Designing Electronic Circuits Using Evolutionary Algorithms. Arithmetic Circuits: A Case Study, " In D. Quagliarella, J. P'eriaux, C. Poloni, and G. Winter, editors, Genetic Algorithms and Evolution Strategy in Engineering and Computer Science, pp. 105-131. 1997.
10. A Coello Coello Carlos and A Hernández Aguirre, "Design of Combinational Logic Circuits through an Evolutionary Multiobjective Optimization," Artificial Intelligence for Engineering, Design, Analysis and Manufacture, Vol. 16:1, 2002.
11. A Coello Coello Carlos, D Christiansen Alan and A Hernández Aguirre, "Towards Automated Evolutionary Design of Combinational Circuits," Computers and Electrical Engineering, Vol. 27:1, pp. 1-28, 2001.
12. T. Kalganova, J. Miller, and T. Fogarty, "Some Aspects of an Evolvable Hardware for Multiple-Valued Combinational Circuit Design," Proceedings of the Second International Conference on Evolvable Systems (ICES'98), Springer-Verlag pp. 78-89, 1998.
13. J. Torresen, "A Divide-and-Conquer Approach to Evolvable Hardware," Proceedings of the Second International Conference on Evolvable Systems (ICES'98), Springer-Verlag, pp. 57-65, 1998.
14. A Coello Coello Carlos, "A Comprehensive Survey of Evolutionary-Based Multiobjective Optimization Techniques," Knowledge and Information Systems. An International Journal, Vol. 1:3, pp. 269-308, 1999.
15. A Coello Coello Carlos and M.S Lechuga, "MOPSO: A proposal for multiple objective particle swarm optimization," Proceedings of International Conference on Evolutionary Computation, pp. 1051-1056. 2002.
16. V.G Gudise and G.K Venayagamoorthy, "Comparison of particle swarm optimization and backpropagation as training algorithms for neural networks," IEEE Swarm Intelligence Symposium, April, 2003.
17. J. Kennedy and R. Eberhart, "Particle swarm optimization," Proceedings, IEEE International Conf. on Neural Networks, Vol. 4, pp. 1942-1948.
18. Y. Shi and R. Eberhart, "Empirical study of particle swarm optimization," Proceedings of the 1999 Congress on Evolutionary Computation, Vol. 3, 1999.
19. Y. Shi and R. Eberhart, "A modified particle swarm optimizer," IEEE International Conf. on Evolutionary Computation, pp. 69-73, 1998.
20. R. Eberhart and Y Shi, "Particle swarm optimization: developments, applications and resources," Proceedings of the 2001 Congress on Evolutionary Computation, Vol. 1, pp. 81-86, 2001.
21. Y. Shi and R. Eberhart, "Parameter Selection in Particle Swarm Optimization," Proc. Seventh Annual Conf. on Evolutionary Programming, pp. 591-601, 1998.
22. J. Kennedy, R Eberhart and Y. Shi, Swarm intelligence, Morgan Kaufmann Publishers, 2001.